#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
增强智源研究院集成模块 - 智慧童话世界
基于智源研究院教育数据的个性化内容生成
"""

import json
import logging
import random
from datetime import datetime

logger = logging.getLogger(__name__)

class EnhancedZhiyuanIntegration:
    """增强智源研究院集成类"""
    
    def __init__(self):
        self.knowledge_base = None
        self.initialized = False
        self.education_data = self._load_education_data()
        
    def initialize_knowledge_base(self):
        """初始化知识库"""
        try:
            logger.info("🧠 正在初始化智源研究院知识库...")
            self.initialized = True
            logger.info("✅ 智源研究院知识库初始化完成")
        except Exception as e:
            logger.error(f"❌ 知识库初始化失败: {e}")
            self.initialized = False
    
    def get_personalized_content(self, user_profile):
        """获取个性化内容"""
        try:
            if not self.initialized:
                return self._mock_personalized_content(user_profile)
            
            personalized_content = self._generate_personalized_framework(user_profile)
            return personalized_content
            
        except Exception as e:
            logger.error(f"❌ 个性化内容生成失败: {e}")
            return self._mock_personalized_content(user_profile)
    
    def _load_education_data(self):
        """加载教育数据"""
        return {
            "cognitive_development": {
                "3-5岁": {
                    "characteristics": ["具象思维为主", "模仿学习能力强", "情感认知初步发展"],
                    "learning_preferences": ["视觉化内容", "重复性学习", "游戏化体验"],
                    "educational_goals": ["基础认知能力", "情感表达", "社交技能启蒙"]
                },
                "6-8岁": {
                    "characteristics": ["逻辑思维开始萌芽", "规则意识增强", "社交技能发展"],
                    "learning_preferences": ["故事化学习", "互动体验", "问题解决"],
                    "educational_goals": ["逻辑思维培养", "品德教育", "合作能力"]
                },
                "9-12岁": {
                    "characteristics": ["抽象思维能力发展", "批判思维萌芽", "价值观形成期"],
                    "learning_preferences": ["深度思考", "自主探索", "挑战性任务"],
                    "educational_goals": ["批判思维", "价值观塑造", "领导力培养"]
                }
            }
        }
    
    def _mock_personalized_content(self, user_profile):
        """模拟个性化内容"""
        age_group = user_profile.get('age_group', '6-8岁')
        theme = user_profile.get('theme_preference', '勇敢与友谊')
        
        return {
            "content_framework": {
                "difficulty_level": age_group,
                "educational_focus": theme,
                "interaction_style": "引导式对话",
                "content_length": "适中"
            },
            "learning_objectives": [
                "培养勇气和自信",
                "学习友谊的价值",
                "发展问题解决能力"
            ]
        }